Deep Learning Module

CNN + YOLO Fire & Smoke Detection

MobileNetV2 classification · YOLO fire & smoke detection — upload an image to run both

CNN MODEL ACTIVE — MOBILENETV2 | YOLO FIRE & SMOKE DETECTION READY

// IMAGE INPUT MATRIX

// MODEL SPECIFICATIONS

CNN ArchitectureMobileNetV2

YOLO ModelYOLOv8 (best.pt)

CNN Input Size224 × 224 px

CNN ClassesFire · No Fire

YOLO ClassesFire · Smoke

YOLO Conf Threshold0.25

// CNN CLASSIFICATION RESULT

🔍

AWAITING IMAGE INPUT

          UPLOAD AN IMAGE TO BEGIN ANALYSIS
        